{"meta":{"query_hash":"b5dfaff48cde","filters":{"venue":"Digital studies in language and literature"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b5dfaff48cde","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digital+studies+in+language+and+literature"},"results":[{"id":"W4404145287","doi":"10.1515/dsll-2024-0022","title":"Friend or Foe? A Mixed-Methods Study on the Impact of Digital Device Use on Chinese–Canadian Children’s Heritage Language Learning","year":2024,"lang":"en","type":"article","venue":"Digital studies in language and literature","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Heritage language; Psychology; Mathematics education; Computer science; Linguistics; Pedagogy; Philosophy","score_opus":0.021622961055985386,"score_gpt":0.3851067114328845,"score_spread":0.3634837503768991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404145287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97856843,0.005751164,0.0000010890371,0.00026425268,0.0001414924,0.00041793654,0.00020891397,0.00010585388,0.014540841],"genre_scores_gemma":[0.9977772,0.00008917787,0.000016199934,0.0000620102,0.000118370255,0.00002028552,0.000049060884,0.000020659061,0.0018470336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986944,0.00011383548,0.0002315162,0.00036417297,0.00022206898,0.00037399522],"domain_scores_gemma":[0.9986255,0.0009957572,0.000047280544,0.00019209985,0.000042812717,0.00009652438],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00034982,0.00026355183,0.00031479873,0.00029801833,0.0002524134,0.0013026097,0.00023060033,0.00012481773,0.000021193644],"category_scores_gemma":[0.002326527,0.00014084308,0.00011190056,0.0010949365,0.000266359,0.0007650394,0.00014655906,0.00047053417,0.000008506132],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098821656,0.00023862913,0.20035736,0.000034400193,0.00042455996,0.001029473,0.7021447,0.0000035646226,0.000010375005,0.002047392,0.0010432319,0.092567526],"study_design_scores_gemma":[0.00080411026,0.0014770979,0.21939215,0.00097114284,0.000023261142,0.000051997748,0.768742,0.000013039203,0.000022677226,0.0011087769,0.0066055865,0.000788161],"about_ca_topic_score_codex":0.0018819646,"about_ca_topic_score_gemma":0.008778251,"teacher_disagreement_score":0.091779366,"about_ca_system_score_codex":0.00012660268,"about_ca_system_score_gemma":0.00008549642,"threshold_uncertainty_score":0.99973416},"labels":[],"label_agreement":null}]}